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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Account Objects | 8% | - Organizations and accounts structure - Resource monitors - Warehouses, databases, and schemas hierarchy |
| Topic 2: Time Travel & Cloning | 10% | - Fail-safe concepts - UNDROP and historical data access - Time travel concepts and retention - Zero-copy cloning |
| Topic 3: Semi-Structured Data | 10% | - Array and object operations - Parsing and flattening semi-structured data - VARIANT data type |
| Topic 4: Databases, Tables & Views | 18% | - Clustering and micro-partitions - Stored procedures and UDFs - Data manipulation (DML operations) - Table types (permanent, transient, temporary) - Column types and sequences - Views (standard, materialized, secure) |
| Topic 5: Performance Optimization & Monitoring | 4% | - Query profiling and performance tuning - Query history and monitoring - Resource optimization techniques |
| Topic 6: Virtual Warehouses | 15% | - Cache concepts (warehouse, result, metadata) - Warehouse monitoring and troubleshooting - Warehouse creation and configuration - Multi-cluster warehouses - Warehouse sizing and scaling |
| Topic 7: Security & Access Control | 10% | - Authorization (roles, privileges) - Masking policies - Governance best practices - Row-level and column-level security - Authentication (SSO, MFA) |
| Topic 8: Data Sharing | 12% | - Data listing marketplace - Reader account management - Shares and reader accounts - Private sharing vs. Data Exchange |
| Topic 9: Cloud Platform Overview & Snowflake Key Concepts | 8% | - Snowflake architecture layers (storage, compute, services) - Snowflake editions and features - Virtual warehouse concepts and credit usage |
| Topic 10: Data Loading & Unloading | 15% | - Data unloading and staging - File formats (JSON, CSV, Parquet, AVRO) - Continuous loading with Snowpipe - Data ingestion best practices - Bulk loading with COPY command |
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NEW QUESTION # 97
What is the relationship between a Query Profile and a virtual warehouse?
Answer: A
Explanation:
A Query Profile provides detailed execution information for a query, which can be used to analyze the performance and behavior of queries. This information can help users optimize and right-size their virtual warehouses for better efficiency. References: [COF-C02] SnowPro Core Certification Exam Study Guide
NEW QUESTION # 98
Which Snowflake URL type is used by directory tables?
Answer: A
Explanation:
The Snowflake URL type used by directory tables is the scoped URL.This type of URL provides access to files in a stage with metadata, such as the Snowflake file URL, for each file
NEW QUESTION # 99
What effect does WAIT_FOR_COMPLETION = TRUE have when running an ALTER WAREHOUSE command and changing the warehouse size?
Answer: A
Explanation:
The WAIT_FOR_COMPLETION = TRUE parameter in an ALTER WAREHOUSE command ensures that the command does not return until the warehouse has completed resizing. This means that the command will wait until all the necessary compute resources have been provisioned and the warehouse size has been changed. References: [ COF-C03 ] SnowPro Core Certification Exam Study Guide
NEW QUESTION # 100
How long can a data consumer who has a pre-signed URL access data files using Snowflake?
Answer: A
Explanation:
A data consumer who has a pre-signed URL can access data files using Snowflake until the expiration time is exceeded.The expiration time is set when the pre-signed URL is generated and determines how long the URL remains valid3.
NEW QUESTION # 101
Which command can be used to load data into an internal stage?
Answer: B
Explanation:
The PUT command is used to load data into an internal stage in Snowflake. This command uploads data files from a local file system to a named internal stage, making the data available for subsequent loading into a Snowflake table using the COPY INTO command.
References:
[ COF-C03 ] SnowPro Core Certification Exam Study Guide
Snowflake Documentation on Data Loading
NEW QUESTION # 102
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